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<font color='#009900'>// Copyright (C) 2013  Davis E. King (davis@dlib.net)
</font><font color='#009900'>// License: Boost Software License   See LICENSE.txt for the full license.
</font>
<font color='#0000FF'>#include</font> "<a style='text-decoration:none' href='tester.h.html'>tester.h</a>"
<font color='#0000FF'>#include</font> <font color='#5555FF'>&lt;</font>dlib<font color='#5555FF'>/</font>image_transforms.h<font color='#5555FF'>&gt;</font>
<font color='#0000FF'>#include</font> <font color='#5555FF'>&lt;</font>vector<font color='#5555FF'>&gt;</font>
<font color='#0000FF'>#include</font> <font color='#5555FF'>&lt;</font>sstream<font color='#5555FF'>&gt;</font>
<font color='#0000FF'>#include</font> <font color='#5555FF'>&lt;</font>dlib<font color='#5555FF'>/</font>compress_stream.h<font color='#5555FF'>&gt;</font>
<font color='#0000FF'>#include</font> <font color='#5555FF'>&lt;</font>dlib<font color='#5555FF'>/</font>base64.h<font color='#5555FF'>&gt;</font>
<font color='#0000FF'>#include</font> <font color='#5555FF'>&lt;</font>dlib<font color='#5555FF'>/</font>image_io.h<font color='#5555FF'>&gt;</font>

<font color='#0000FF'>namespace</font>  
<b>{</b>
    <font color='#0000FF'>using</font> <font color='#0000FF'>namespace</font> test;
    <font color='#0000FF'>using</font> <font color='#0000FF'>namespace</font> dlib;
    <font color='#0000FF'>using</font> <font color='#0000FF'>namespace</font> std;
    dlib::logger <b><a name='dlog'></a>dlog</b><font face='Lucida Console'>(</font>"<font color='#CC0000'>test.fhog</font>"<font face='Lucida Console'>)</font>;


    <font color='#0000FF'>class</font> <b><a name='fhog_tester'></a>fhog_tester</b> : <font color='#0000FF'>public</font> tester
    <b>{</b>
    <font color='#0000FF'>public</font>:
        <b><a name='fhog_tester'></a>fhog_tester</b> <font face='Lucida Console'>(</font>
        <font face='Lucida Console'>)</font> :
            tester <font face='Lucida Console'>(</font>
                "<font color='#CC0000'>test_fhog</font>",       <font color='#009900'>// the command line argument name for this test
</font>                "<font color='#CC0000'>Run tests on the fhog functions.</font>", <font color='#009900'>// the command line argument description
</font>                <font color='#979000'>0</font>                     <font color='#009900'>// the number of command line arguments for this test
</font>            <font face='Lucida Console'>)</font>
        <b>{</b>
        <b>}</b>

        <font color='#0000FF'>template</font> <font color='#5555FF'>&lt;</font><font color='#0000FF'>typename</font> image_type<font color='#5555FF'>&gt;</font>
        <font color='#0000FF'><u>void</u></font> <b><a name='test_fhog_interlaced'></a>test_fhog_interlaced</b><font face='Lucida Console'>(</font>
            <font color='#0000FF'>const</font> image_type<font color='#5555FF'>&amp;</font> img,
            <font color='#0000FF'>const</font> <font color='#0000FF'><u>int</u></font> sbin,
            <font color='#0000FF'>const</font> array2d<font color='#5555FF'>&lt;</font>matrix<font color='#5555FF'>&lt;</font><font color='#0000FF'><u>float</u></font>,<font color='#979000'>31</font>,<font color='#979000'>1</font><font color='#5555FF'>&gt;</font> <font color='#5555FF'>&gt;</font><font color='#5555FF'>&amp;</font> ref_hog
        <font face='Lucida Console'>)</font>
        <b>{</b>
            array2d<font color='#5555FF'>&lt;</font>matrix<font color='#5555FF'>&lt;</font><font color='#0000FF'><u>float</u></font>,<font color='#979000'>31</font>,<font color='#979000'>1</font><font color='#5555FF'>&gt;</font> <font color='#5555FF'>&gt;</font> hog;
            <font color='#BB00BB'>extract_fhog_features</font><font face='Lucida Console'>(</font>img, hog, sbin<font face='Lucida Console'>)</font>;

            <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog.<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> ref_hog.<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog.<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> ref_hog.<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>long</u></font> r <font color='#5555FF'>=</font> <font color='#979000'>0</font>; r <font color='#5555FF'>&lt;</font> hog.<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>r<font face='Lucida Console'>)</font>
            <b>{</b>
                <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>long</u></font> c <font color='#5555FF'>=</font> <font color='#979000'>0</font>; c <font color='#5555FF'>&lt;</font> hog.<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>c<font face='Lucida Console'>)</font>
                <b>{</b>
                    <font color='#BB00BB'>DLIB_TEST_MSG</font><font face='Lucida Console'>(</font><font color='#BB00BB'>max</font><font face='Lucida Console'>(</font><font color='#BB00BB'>abs</font><font face='Lucida Console'>(</font>hog[r][c] <font color='#5555FF'>-</font> ref_hog[r][c]<font face='Lucida Console'>)</font><font face='Lucida Console'>)</font> <font color='#5555FF'>&lt;</font> <font color='#979000'>1e</font><font color='#5555FF'>-</font><font color='#979000'>6</font>, <font color='#BB00BB'>max</font><font face='Lucida Console'>(</font><font color='#BB00BB'>abs</font><font face='Lucida Console'>(</font>hog[r][c] <font color='#5555FF'>-</font> ref_hog[r][c]<font face='Lucida Console'>)</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
                <b>}</b>
            <b>}</b>
        <b>}</b>

        <font color='#0000FF'>template</font> <font color='#5555FF'>&lt;</font><font color='#0000FF'>typename</font> image_type<font color='#5555FF'>&gt;</font>
        <font color='#0000FF'><u>void</u></font> <b><a name='test_fhog_planar'></a>test_fhog_planar</b><font face='Lucida Console'>(</font>
            <font color='#0000FF'>const</font> image_type<font color='#5555FF'>&amp;</font> img,
            <font color='#0000FF'>const</font> <font color='#0000FF'><u>int</u></font> sbin,
            <font color='#0000FF'>const</font> array2d<font color='#5555FF'>&lt;</font>matrix<font color='#5555FF'>&lt;</font><font color='#0000FF'><u>float</u></font>,<font color='#979000'>31</font>,<font color='#979000'>1</font><font color='#5555FF'>&gt;</font> <font color='#5555FF'>&gt;</font><font color='#5555FF'>&amp;</font> ref_hog
        <font face='Lucida Console'>)</font>
        <b>{</b>
            dlib::array<font color='#5555FF'>&lt;</font>array2d<font color='#5555FF'>&lt;</font><font color='#0000FF'><u>float</u></font><font color='#5555FF'>&gt;</font> <font color='#5555FF'>&gt;</font> hog;
            <font color='#BB00BB'>extract_fhog_features</font><font face='Lucida Console'>(</font>img, hog, sbin<font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog.<font color='#BB00BB'>size</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#979000'>31</font><font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>DLIB_TEST_MSG</font><font face='Lucida Console'>(</font>hog[<font color='#979000'>0</font>].<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#BB00BB'>max</font><font face='Lucida Console'>(</font><font color='#0000FF'>static_cast</font><font color='#5555FF'>&lt;</font><font color='#0000FF'><u>int</u></font><font color='#5555FF'>&gt;</font><font face='Lucida Console'>(</font>img.<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font color='#5555FF'>/</font><font face='Lucida Console'>(</font><font color='#0000FF'><u>double</u></font><font face='Lucida Console'>)</font>sbin<font color='#5555FF'>+</font><font color='#979000'>0.5</font><font face='Lucida Console'>)</font><font color='#5555FF'>-</font><font color='#979000'>2</font>,<font color='#979000'>0</font><font face='Lucida Console'>)</font>,
                hog[<font color='#979000'>0</font>].<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>   </font>" <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> <font color='#BB00BB'>max</font><font face='Lucida Console'>(</font><font color='#0000FF'>static_cast</font><font color='#5555FF'>&lt;</font><font color='#0000FF'><u>int</u></font><font color='#5555FF'>&gt;</font><font face='Lucida Console'>(</font>img.<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font color='#5555FF'>/</font><font face='Lucida Console'>(</font><font color='#0000FF'><u>double</u></font><font face='Lucida Console'>)</font>sbin<font color='#5555FF'>+</font><font color='#979000'>0.5</font><font face='Lucida Console'>)</font><font color='#5555FF'>-</font><font color='#979000'>2</font>,<font color='#979000'>0</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog[<font color='#979000'>0</font>].<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#BB00BB'>max</font><font face='Lucida Console'>(</font><font color='#0000FF'>static_cast</font><font color='#5555FF'>&lt;</font><font color='#0000FF'><u>int</u></font><font color='#5555FF'>&gt;</font><font face='Lucida Console'>(</font>img.<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font color='#5555FF'>/</font><font face='Lucida Console'>(</font><font color='#0000FF'><u>double</u></font><font face='Lucida Console'>)</font>sbin<font color='#5555FF'>+</font><font color='#979000'>0.5</font><font face='Lucida Console'>)</font><font color='#5555FF'>-</font><font color='#979000'>2</font>,<font color='#979000'>0</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;

            <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog.<font color='#BB00BB'>size</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#979000'>31</font><font face='Lucida Console'>)</font>;
            <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>long</u></font> o <font color='#5555FF'>=</font> <font color='#979000'>0</font>; o <font color='#5555FF'>&lt;</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>long</u></font><font face='Lucida Console'>)</font>hog.<font color='#BB00BB'>size</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>o<font face='Lucida Console'>)</font>
            <b>{</b>
                <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog[o].<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> ref_hog.<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog[o].<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> ref_hog.<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
                <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>long</u></font> r <font color='#5555FF'>=</font> <font color='#979000'>0</font>; r <font color='#5555FF'>&lt;</font> hog[o].<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>r<font face='Lucida Console'>)</font>
                <b>{</b>
                    <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>long</u></font> c <font color='#5555FF'>=</font> <font color='#979000'>0</font>; c <font color='#5555FF'>&lt;</font> hog[o].<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>c<font face='Lucida Console'>)</font>
                    <b>{</b>
                        <font color='#BB00BB'>DLIB_TEST_MSG</font><font face='Lucida Console'>(</font>std::<font color='#BB00BB'>abs</font><font face='Lucida Console'>(</font>hog[o][r][c] <font color='#5555FF'>-</font> ref_hog[r][c]<font face='Lucida Console'>(</font>o<font face='Lucida Console'>)</font><font face='Lucida Console'>)</font> <font color='#5555FF'>&lt;</font> <font color='#979000'>1e</font><font color='#5555FF'>-</font><font color='#979000'>6</font>, std::<font color='#BB00BB'>abs</font><font face='Lucida Console'>(</font>hog[o][r][c] <font color='#5555FF'>-</font> ref_hog[r][c]<font face='Lucida Console'>(</font>o<font face='Lucida Console'>)</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
                    <b>}</b>
                <b>}</b>
            <b>}</b>
        <b>}</b>

        <font color='#0000FF'><u>void</u></font> <b><a name='test_on_small'></a>test_on_small</b><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>
        <b>{</b>
            <font color='#BB00BB'>print_spinner</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>;
            array2d<font color='#5555FF'>&lt;</font><font color='#0000FF'><u>unsigned</u></font> <font color='#0000FF'><u>char</u></font><font color='#5555FF'>&gt;</font> img;
            dlib::array<font color='#5555FF'>&lt;</font>array2d<font color='#5555FF'>&lt;</font><font color='#0000FF'><u>float</u></font><font color='#5555FF'>&gt;</font> <font color='#5555FF'>&gt;</font> hog;

            <font color='#009900'>// do this just to make sure it doesn't crash on small images
</font>            <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>int</u></font> i <font color='#5555FF'>=</font> <font color='#979000'>0</font>; i <font color='#5555FF'>&lt;</font> <font color='#979000'>10</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>i<font face='Lucida Console'>)</font>
            <b>{</b>
                img.<font color='#BB00BB'>set_size</font><font face='Lucida Console'>(</font>i,i<font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>assign_all_pixels</font><font face='Lucida Console'>(</font>img, i<font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>extract_fhog_features</font><font face='Lucida Console'>(</font>img, hog<font face='Lucida Console'>)</font>;

                <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog.<font color='#BB00BB'>size</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#979000'>31</font><font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog[<font color='#979000'>0</font>].<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#BB00BB'>max</font><font face='Lucida Console'>(</font><font color='#0000FF'>static_cast</font><font color='#5555FF'>&lt;</font><font color='#0000FF'><u>int</u></font><font color='#5555FF'>&gt;</font><font face='Lucida Console'>(</font>img.<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font color='#5555FF'>/</font><font color='#979000'>8.0</font><font color='#5555FF'>+</font><font color='#979000'>0.5</font><font face='Lucida Console'>)</font><font color='#5555FF'>-</font><font color='#979000'>2</font>,<font color='#979000'>0</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog[<font color='#979000'>0</font>].<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#BB00BB'>max</font><font face='Lucida Console'>(</font><font color='#0000FF'>static_cast</font><font color='#5555FF'>&lt;</font><font color='#0000FF'><u>int</u></font><font color='#5555FF'>&gt;</font><font face='Lucida Console'>(</font>img.<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font color='#5555FF'>/</font><font color='#979000'>8.0</font><font color='#5555FF'>+</font><font color='#979000'>0.5</font><font face='Lucida Console'>)</font><font color='#5555FF'>-</font><font color='#979000'>2</font>,<font color='#979000'>0</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            <b>}</b>
            <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>int</u></font> i <font color='#5555FF'>=</font> <font color='#979000'>1</font>; i <font color='#5555FF'>&lt;</font> <font color='#979000'>10</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>i<font face='Lucida Console'>)</font>
            <b>{</b>
                img.<font color='#BB00BB'>set_size</font><font face='Lucida Console'>(</font>i,i<font color='#5555FF'>+</font><font color='#979000'>1</font><font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>assign_all_pixels</font><font face='Lucida Console'>(</font>img, i<font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>extract_fhog_features</font><font face='Lucida Console'>(</font>img, hog<font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog.<font color='#BB00BB'>size</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#979000'>31</font><font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog[<font color='#979000'>0</font>].<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#BB00BB'>max</font><font face='Lucida Console'>(</font><font color='#0000FF'>static_cast</font><font color='#5555FF'>&lt;</font><font color='#0000FF'><u>int</u></font><font color='#5555FF'>&gt;</font><font face='Lucida Console'>(</font>img.<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font color='#5555FF'>/</font><font color='#979000'>8.0</font><font color='#5555FF'>+</font><font color='#979000'>0.5</font><font face='Lucida Console'>)</font><font color='#5555FF'>-</font><font color='#979000'>2</font>,<font color='#979000'>0</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog[<font color='#979000'>0</font>].<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#BB00BB'>max</font><font face='Lucida Console'>(</font><font color='#0000FF'>static_cast</font><font color='#5555FF'>&lt;</font><font color='#0000FF'><u>int</u></font><font color='#5555FF'>&gt;</font><font face='Lucida Console'>(</font>img.<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font color='#5555FF'>/</font><font color='#979000'>8.0</font><font color='#5555FF'>+</font><font color='#979000'>0.5</font><font face='Lucida Console'>)</font><font color='#5555FF'>-</font><font color='#979000'>2</font>,<font color='#979000'>0</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            <b>}</b>
            <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>int</u></font> i <font color='#5555FF'>=</font> <font color='#979000'>1</font>; i <font color='#5555FF'>&lt;</font> <font color='#979000'>10</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>i<font face='Lucida Console'>)</font>
            <b>{</b>
                img.<font color='#BB00BB'>set_size</font><font face='Lucida Console'>(</font>i<font color='#5555FF'>+</font><font color='#979000'>1</font>,i<font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>assign_all_pixels</font><font face='Lucida Console'>(</font>img, i<font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>extract_fhog_features</font><font face='Lucida Console'>(</font>img, hog<font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog.<font color='#BB00BB'>size</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#979000'>31</font><font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog[<font color='#979000'>0</font>].<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#BB00BB'>max</font><font face='Lucida Console'>(</font><font color='#0000FF'>static_cast</font><font color='#5555FF'>&lt;</font><font color='#0000FF'><u>int</u></font><font color='#5555FF'>&gt;</font><font face='Lucida Console'>(</font>img.<font color='#BB00BB'>nr</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font color='#5555FF'>/</font><font color='#979000'>8.0</font><font color='#5555FF'>+</font><font color='#979000'>0.5</font><font face='Lucida Console'>)</font><font color='#5555FF'>-</font><font color='#979000'>2</font>,<font color='#979000'>0</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
                <font color='#BB00BB'>DLIB_TEST</font><font face='Lucida Console'>(</font>hog[<font color='#979000'>0</font>].<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font> <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#BB00BB'>max</font><font face='Lucida Console'>(</font><font color='#0000FF'>static_cast</font><font color='#5555FF'>&lt;</font><font color='#0000FF'><u>int</u></font><font color='#5555FF'>&gt;</font><font face='Lucida Console'>(</font>img.<font color='#BB00BB'>nc</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font color='#5555FF'>/</font><font color='#979000'>8.0</font><font color='#5555FF'>+</font><font color='#979000'>0.5</font><font face='Lucida Console'>)</font><font color='#5555FF'>-</font><font color='#979000'>2</font>,<font color='#979000'>0</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            <b>}</b>
        <b>}</b>

        <font color='#0000FF'><u>void</u></font> <b><a name='test_point_transforms'></a>test_point_transforms</b><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>
        <b>{</b>
            dlib::rand rnd;
            <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>int</u></font> iter <font color='#5555FF'>=</font> <font color='#979000'>0</font>; iter <font color='#5555FF'>&lt;</font> <font color='#979000'>100</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>iter<font face='Lucida Console'>)</font>
            <b>{</b>
                <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>int</u></font> cell_size <font color='#5555FF'>=</font> <font color='#979000'>1</font>; cell_size <font color='#5555FF'>&lt;</font> <font color='#979000'>10</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>cell_size<font face='Lucida Console'>)</font>
                <b>{</b>
                    <font color='#BB00BB'>print_spinner</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>;
                    <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>long</u></font> i <font color='#5555FF'>=</font> <font color='#5555FF'>-</font><font color='#979000'>10</font>; i <font color='#5555FF'>&lt;</font><font color='#5555FF'>=</font> <font color='#979000'>10</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>i<font face='Lucida Console'>)</font>
                    <b>{</b>
                        <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>long</u></font> j <font color='#5555FF'>=</font> <font color='#5555FF'>-</font><font color='#979000'>10</font>; j <font color='#5555FF'>&lt;</font><font color='#5555FF'>=</font> <font color='#979000'>10</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>j<font face='Lucida Console'>)</font>
                        <b>{</b>
                            <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>long</u></font> k <font color='#5555FF'>=</font> <font color='#5555FF'>-</font><font color='#979000'>10</font>; k <font color='#5555FF'>&lt;</font><font color='#5555FF'>=</font> <font color='#979000'>10</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>k<font face='Lucida Console'>)</font>
                            <b>{</b>
                                <font color='#0000FF'>for</font> <font face='Lucida Console'>(</font><font color='#0000FF'><u>long</u></font> l <font color='#5555FF'>=</font> <font color='#5555FF'>-</font><font color='#979000'>10</font>; l <font color='#5555FF'>&lt;</font><font color='#5555FF'>=</font> <font color='#979000'>10</font>; <font color='#5555FF'>+</font><font color='#5555FF'>+</font>l<font face='Lucida Console'>)</font>
                                <b>{</b>
                                    rectangle <font color='#BB00BB'>rect</font><font face='Lucida Console'>(</font><font color='#BB00BB'>point</font><font face='Lucida Console'>(</font>i,j<font face='Lucida Console'>)</font>, <font color='#BB00BB'>point</font><font face='Lucida Console'>(</font>k,l<font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
                                    <font color='#0000FF'>const</font> <font color='#0000FF'><u>int</u></font> rows <font color='#5555FF'>=</font> rnd.<font color='#BB00BB'>get_random_32bit_number</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font color='#5555FF'>%</font><font color='#979000'>11</font><font color='#5555FF'>+</font><font color='#979000'>1</font>;
                                    <font color='#0000FF'>const</font> <font color='#0000FF'><u>int</u></font> cols <font color='#5555FF'>=</font> rnd.<font color='#BB00BB'>get_random_32bit_number</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font color='#5555FF'>%</font><font color='#979000'>11</font><font color='#5555FF'>+</font><font color='#979000'>1</font>;
                                    <font color='#BB00BB'>DLIB_TEST_MSG</font><font face='Lucida Console'>(</font>rect <font color='#5555FF'>=</font><font color='#5555FF'>=</font> <font color='#BB00BB'>image_to_fhog</font><font face='Lucida Console'>(</font><font color='#BB00BB'>fhog_to_image</font><font face='Lucida Console'>(</font>rect,cell_size,rows,cols<font face='Lucida Console'>)</font>,cell_size,rows,cols<font face='Lucida Console'>)</font>,
                                        "<font color='#CC0000'> rows: </font>"<font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> rows <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> 
                                        "<font color='#CC0000'> cols: </font>"<font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> cols <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> 
                                        "<font color='#CC0000'> cell_size: </font>"<font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> cell_size  <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font>
                                        "<font color='#CC0000'> rect: </font>"<font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> rect <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font>
                                        "<font color='#CC0000'> irect: </font>"<font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font><font color='#BB00BB'>fhog_to_image</font><font face='Lucida Console'>(</font>rect,cell_size,rows,cols<font face='Lucida Console'>)</font> <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font>
                                        "<font color='#CC0000'> frect: </font>"<font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> <font color='#BB00BB'>image_to_fhog</font><font face='Lucida Console'>(</font><font color='#BB00BB'>fhog_to_image</font><font face='Lucida Console'>(</font>rect,cell_size,rows,cols<font face='Lucida Console'>)</font>,cell_size,rows,cols<font face='Lucida Console'>)</font>
                                        <font face='Lucida Console'>)</font>;
                                <b>}</b>
                            <b>}</b>
                        <b>}</b>
                    <b>}</b>
                <b>}</b>
            <b>}</b>
        <b>}</b>


        <font color='#0000FF'><u>void</u></font> <b><a name='perform_test'></a>perform_test</b> <font face='Lucida Console'>(</font>
        <font face='Lucida Console'>)</font>
        <b>{</b>
            <font color='#BB00BB'>test_point_transforms</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>test_on_small</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>;

            <font color='#BB00BB'>print_spinner</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>;
            <font color='#009900'>// load the testing data
</font>            array2d<font color='#5555FF'>&lt;</font>rgb_pixel<font color='#5555FF'>&gt;</font> img;
            array2d<font color='#5555FF'>&lt;</font><font color='#0000FF'><u>unsigned</u></font> <font color='#0000FF'><u>char</u></font><font color='#5555FF'>&gt;</font> gimg;
            dlog <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> LINFO <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>get_decoded_string_face_dng()</font>";
            istringstream <font color='#BB00BB'>sin</font><font face='Lucida Console'>(</font><font color='#BB00BB'>get_decoded_string_face_dng</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>load_dng</font><font face='Lucida Console'>(</font>img, sin<font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>assign_image</font><font face='Lucida Console'>(</font>gimg, img<font face='Lucida Console'>)</font>;
            dlog <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> LINFO <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>get_decoded_string_fhog_feats()</font>";
            sin.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font><font color='#BB00BB'>get_decoded_string_fhog_feats</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            <font color='#0000FF'><u>int</u></font> sbin1, sbin2, gsbin1;
            array2d<font color='#5555FF'>&lt;</font>matrix<font color='#5555FF'>&lt;</font><font color='#0000FF'><u>float</u></font>,<font color='#979000'>31</font>,<font color='#979000'>1</font><font color='#5555FF'>&gt;</font> <font color='#5555FF'>&gt;</font> vhog1, vhog2, gvhog1;
            <font color='#BB00BB'>deserialize</font><font face='Lucida Console'>(</font>sbin1, sin<font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>deserialize</font><font face='Lucida Console'>(</font>vhog1, sin<font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>deserialize</font><font face='Lucida Console'>(</font>sbin2, sin<font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>deserialize</font><font face='Lucida Console'>(</font>vhog2, sin<font face='Lucida Console'>)</font>;
            dlog <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> LINFO <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>get_decoded_string_fhog_grayscale()</font>";
            sin.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font><font color='#BB00BB'>get_decoded_string_fhog_grayscale</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>deserialize</font><font face='Lucida Console'>(</font>gsbin1, sin<font face='Lucida Console'>)</font>;
            <font color='#BB00BB'>deserialize</font><font face='Lucida Console'>(</font>gvhog1, sin<font face='Lucida Console'>)</font>;

            <font color='#009900'>/*
            // code used to generate the saved feature data.
            ofstream fout1("feats1.dat", ios::binary);
            extract_fhog_features(img, vhog1, sbin1);
            extract_fhog_features(img, vhog2, sbin2);
            serialize(sbin1,fout1);
            serialize(vhog1,fout1);
            serialize(sbin2,fout1);
            serialize(vhog2,fout1);
            ofstream fout2("feats2.dat", ios::binary);
            extract_fhog_features(gimg, gvhog1, gsbin1);
            serialize(gsbin1,fout2);
            serialize(gvhog1,fout2);
            */</font>

            <font color='#009900'>// make sure the feature extractor always outputs the same answer
</font>            dlog <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> LINFO <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>1</font>";
            <font color='#BB00BB'>test_fhog_planar</font><font face='Lucida Console'>(</font>img, sbin1, vhog1<font face='Lucida Console'>)</font>;
            dlog <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> LINFO <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>2</font>";
            <font color='#BB00BB'>test_fhog_planar</font><font face='Lucida Console'>(</font>img, sbin2, vhog2<font face='Lucida Console'>)</font>;
            dlog <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> LINFO <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>3</font>";
            <font color='#BB00BB'>test_fhog_planar</font><font face='Lucida Console'>(</font>gimg, gsbin1, gvhog1<font face='Lucida Console'>)</font>;
            dlog <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> LINFO <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>4</font>";
            <font color='#BB00BB'>test_fhog_interlaced</font><font face='Lucida Console'>(</font>img, sbin1, vhog1<font face='Lucida Console'>)</font>;
            dlog <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> LINFO <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>5</font>";
            <font color='#BB00BB'>test_fhog_interlaced</font><font face='Lucida Console'>(</font>img, sbin2, vhog2<font face='Lucida Console'>)</font>;
            dlog <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> LINFO <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>6</font>";
            <font color='#BB00BB'>test_fhog_interlaced</font><font face='Lucida Console'>(</font>gimg, gsbin1, gvhog1<font face='Lucida Console'>)</font>;

        <b>}</b>

        <font color='#009900'>// This function returns the contents of the file 'face.dng'
</font>        <font color='#0000FF'>const</font> std::string <b><a name='get_decoded_string_face_dng'></a>get_decoded_string_face_dng</b><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>
        <b>{</b>
            dlib::base64 base64_coder;
            dlib::compress_stream::kernel_1ea compressor;
            std::ostringstream sout;
            std::istringstream sin;

            <font color='#009900'>// The base64 encoded data from the file 'face.dng' we want to decode and return.
</font>            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>RFYXmMpdiStV6dVZSJkJX8t7GVavYwTD+Fn11ZjivhnFQyvVJ5t39yJYrK6Qh6K58ovzMlgPiBLV</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>nd+ZR0JYVCVvwRapp+dznB9SG9dJbBrsYH68k04uOs9ehP8aK4/EXvcZG6s+rL0rnhVAf7SxL7PT</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>r/11jIuASMa1daKZjAm5Sc1icGXG2FJjO6CxM8mOzWJ1ze69MPD1bz/QYAWtMUqUUIAM0qOPHY0x</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>T8tdU+Vo6S6E+8dJpV6a6iDdocbp91meDQcT0/kadhC2tmn0eZoNulTn5MtmsmEeuPI2lLLcRJ9P</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>yt3c/OJIzI8FaDzYG6aWJ/yBQx/DJF0avAlh7V1UmbD8O/dMoF9nUFDwnhGyS6DYfTXxCYgVgoj+</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Ik5RLHY0U/DhNTciFaLX41/MyIt0xcGtxhoVcvwkfIigKnYQsYfNpRdUWseRlZ1KYaR4Oc5B2tie</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>kH3e5AhrY/HtffCah0sf6MBWJEi7CH9AnVLDQefL8Ph+qCWJGf7cGnM/oAaHQCzHIHVi+mK6EBnN</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>1NDrzbdXmikwYneB3LUZxCLKZmxsFduB2HgiS0A+tTK6IYc+jqCHqz8N6Gw0sSjAK7rrPDTvxhSN</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>lX3f6E2IDfVmyvk0l3RhuA1PNEh/nlKR+YxcXHyYW4wGf+UfWScAzKGxrHLxLC7LQycCEaCMkU92</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>SQV5NSSlwKYKACabK6UJ3gGIpvuQK2Aw7VWmC0iLczqgWsX0GKJR0FAcVL9Ed3nV0Wd0s5BkjBsr</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>RbUKzw11Qu0toj6BNfwXo/5cY2dtjj93a+CBfNrSEuFyJzZU7cn890c9m+q8C41p+wQdf4pFpjcV</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>8Kz40Fyt8KtxItWSsACIwmUO9h7DGnyGskWBYrxgDV2VVlvuPAnnSCFPkbdsa/pfnohUq0C5a/ii</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>BjASduPdaBHpjZ64f+TIaXNAGdrFiN61W6e3fOx4fLFlzPQ8szyWuuDh2hIz1FMflbmu6UOEkQji</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>w+bwDDJ5OUFmY/00+3B0XAFmj7Pt8OQ70lAVLcX5fC553diQJzrrlJ5p9/8+ILln+oleUVJhtp2q</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>VCZ9XknXLjkQik30M7orOj+tZt7HDgC5sz/wHU5arOL3nIX5IuIHBJRlB8dERZgoPNQlB090rItP</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>MuT+Hyr/eR7Kcux7Fy2CoMxcIfWEXvxQoolLKC66q4+SFirdMRjXuwbRXrUBbenmBfMMNDAOkQKO</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Bi7d8t1wI9ulNbACtqLbmPjW6iabc0yM4g69cZjRx/JYhV5AaykROJxCP6ZKTw+3ddAht8xoyHLN</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>40rB40fwEXIvv7qxCdCa3h6l6IRV26fOLdcew1G0qjPORcKK1TPhzmneYvhPZ1m0r6KxWNEnYcFq</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>WhDGNxj/05eBy2qIiIU/KUPhxKyipF0ekgPoCsWT3S8edYjoaIl5cI0TNpNEwKGRLQeOLBDt+MEh</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>z1yKm0i2jrtxDBpYf5FW/Fln/XJAK6z9yqSDDTDwQleabvRHDH9bc54bLc0TL9g7/eIj9xcshhaB</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>zbi7baB/yUnI1+0N6CZ45gV3BcD5n2QLiHME8wELveiMxps6MTf3SdKSRZJcnoVfN4AGYqQV42ec</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>dFB9y8FLZVL3/8rmB+XEu6YoiGcNK6iATLYQfF0GFRrur0Q6bQgdvXv1uZKtNfYfznsAAu/KBdxX</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>8qskZBMGA3LxJC3j41VW6Fviy+XUxxcmG9ykbf0COJWDul6ZQ7iRI7rn9EpFIYBM1lKzjdC0UFTW</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>yDWEE+mf9y+RZdlxHdROFj93FNwzSdzNr1yjqHvZHBZYiuArHEuDPXdxqVRePcID4EHzmpDgWFwR</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>o5qqDxU8e9UYfS8SG545SPZv69SJVJKld5fQLZ4FbcCjv7wTwrOKTROvurKkxopKt1n69BdDA14H</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>mViSyK22xK/F7/ydjLoqx6aJ8xyNpoUk6XIeJ5Ei2Lhk84VQk9dxzULVy3KsfRUrZCTTi4YiXkHJ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>SmQx4NQKqHR2IOgnJBZuNG9J3Fzv3NKhQpmKL0ZbYLXWdKP9FHWUR0x7y8f74Su+GrplBsjh9NIm</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>QdaKLa3NvJB1TML1/GNcdJVZUuSaX0cQn4bbumvtcENVbC9u99fGnsaS5FOu4AHd3338zLUMy34C</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>OpJjU1c/IElgyKmaGYlAolgqGU3lixhxPGBhUlXGfHmST2ZWq/l6NxD//HQXRaRUiQGQzWCvhzOO</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>ywUlVzl9eJ5e5cdLWvffsPRzBgRMrdHJG4TbSuLAREsSD9QEGab3a6y+qa8T3Si/1Ut+Sn2QvPh2</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>meqqk9g0fRWtrWxcnbUDU6zMlk36L/o/y5inrHdGY+ixIewhI0n4/Nl3wD96SRITcEVSx6K/BVot</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>+qIP78I6uk+miUF6MW4AnFyCe1wRNyhT48638KIphSQSKdu7TaBndi2DNgFFvWrm6/cPOqkmCzGC</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>O22uwHyuY9XhafswKLH02+VD24PIS/Fw7JMP+KzvfCHQd4XxxdsISe0/cjwg26ZfGcnULLY2E+dX</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>LjdgCxNyFBzFTQ4gB4QExF0dHu+SPoo5T3VAojJbYZqIelFY+u2yQDuS4HCUISPkwuLHXHbcBuwg</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>5TeuFhyBrlwxHQC/OPACmQJREImiqpzrjmh5QipeEgYHK3Zc72tYSeY7eTzS4jj0eRQ8KiNIGSi2</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>2LjzAfN2Zm7HGbiBtKZVen96E8HLcrd3nSWnizfaLLWTWB3zu9zz9/vFdaa3TlO6BidYsKomTCgB</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>wy8yMeykE2qbxgrpRqEqmOkrOI9XtTTJIycfAlwBwoFwuqvGIPtFrYmC/MwRMCphg7acSRcjZg81</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>5IEqpoq9ca7Zc3s4foteVMCJT1A+qmNAJ/j7IoyeX7GnlM3jsqpYt9BmKfbw5Dr2JB9vzroPV++x</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>UN2VXRPbahjbIvrTULpeBdmlHU0i3Ya8H/C9RY6c2DhImZ1gDjgn0jQ9GC+CsZpiM2xBvfZZGOEu</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>c8N8pdo2owD8s5q2G5ZCGNdME/AG+iIlb0P00AX+XR8FYhxKb3y50i1giM41mnkKM/WMGFAnpiuo</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>YordYSi5plePBnxBfd1Iq46PpsD/n/uUTZMHs6TGp1hM6QriyEhOO261HNHoU+n8m1Omz2cfRJyx</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>AuFLwHSEqvGCSmslmoDpSg2qOaIWK1LWlN+1sYJj18iL4GRM0A5QzXaS0RThqEgmPjeBOkFBjfSO</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>hB7mb3sDbY49qbN6P48bGV+yF6y34gYAiVkm2NksHzN4ovwg4O6WMQZwEhNk+4gTIzG69jIm6Hbn</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>2l48A3CYmn8gcjZw39nrlSxpMf7KPkRsdvGmc5Qx9RjP71zH/KJ2TXP0xxzsaGgmqzXfey5l0Hih</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>XZtfZw8Y28fHBfm3bnIncS4w9S91no+RYMv0aqc9ty7l+Pa28ELwSgQj9eP4u/i5iq/GPmmSxiTd</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Si/eeyK1RFJEP4Tv4f3PkV9Js+azu8BbtU+BLO1FBlVg3CzXH5Pc5FMujLdmlqa495hTmi8YW6Et</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Fx8dkC80mYFGpVjS+B6pcQLbLBL9gmKzJf4L94/gXZ25BEDob66+XOaRnJ4RkSAN2g6gFJB9lJDh</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>rLerp3kP/ubPCvcFywuGx3UjJuwFNHE9m62uiaXFU4m04Kc4n7ccHc6hYUkhkY53v2Qb5SDx2qCf</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Yg+PWVXujfYrqxRHSwqtV3yX5kMrtYsYpygb7crweOt58BWUa3duyo23UGJHaCwhGwXat6PEC5DQ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>2Oe3LVJmc8eYtD97mHKFPhptBl5u2Bztb3zis/oNj1NdMjnDrNuscEAnrpk1CetvHKLglK63Zo/D</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>rf6SJcmGR2h9g6wAeV7UdsfD6AvteiPj5sl4UuY9x55pP3CTTYklBO1MaDd/XO3A66uMh95RZVGr</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>VWDd/uKL+rIuI+vKjz8rt80nv3SyUrY9fbftPdK4pBaVnIt73yZrrqv4Zr28H8XpFFQAV9BPlC9o</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>a8G+AFx/+W2cSfo9r1Uw7npVvRTe6TtIiKagYUmWpx5BfX0VH/VAW0FUh9oiVfx5rm9eaxfSQnD6</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>7qBINPxsKq+ZDSXni7qfC3J043Le/uL+3XUqsccvEMoU65akKC3lmw1txoUukv92oxyqPX0eOGsB</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>AU4JdXCldqjU9K3QhyCvv80ZWotGfUr0TlN1LVZqcF2iq3pX1UDOBsPwz9v0QNg8Bmlqy0Vs+MUj</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>nMCwU9xErzkXLsuVaG+Llk7mmAl7C34BF9O9qSl2kCmbQYoQ87zS7gm/pK7aKGNsICHrar6vlsKo</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>BJA++/8XKL3nseNZHzq7hKHnOTzagP52MRf+TPXbTVjQPKnCKVAZJcsOlkmuZc7iDnLn4muHDRjg</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>y09EYcYlFWhLAgsWmatQBsT028ytgMNrQGHDJdjuNkxYfPo+/91ijaaBiey+DgrUVn0fm20k6/Nm</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>colrwPwHrK3uOdgBn2ysDeUXU8NLMtR94fIL7etQ9tlUuufwrxEL9zYUM8tpks8HDR51xgTwUOVo</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>DyGFzOdYQRzwi+kkEPEwkpNQbB258d5w9G5eR00P8B/aSjm+w4FU0MsXM0GgPxnQ+gTpS1cezLTn</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>eelvJYiq/IInLLxoCXycZFPt3WFQqOBpcs6TV/QucjI/5xMZtP3JHUFv16UKPTFI7p9DF+8Ch5HN</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>gWXCnRSPdYR4ZRid+Xfzi0TvQsXV6u6PaE+H5MpyNMBWhCwxb6FdiLUW0BswGNpHBaFxjB26Qbmv</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>OW+s0OuXDvKigjQRkeaYawjRAIAN/+CEYR3oUad2HyJ5Ybr/lRlybQuuIqBhuvpkYzszS7BqrxOh</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>FJYaivT6r3HbHjaJ+Yz/zNW4KsL80zYkPMP7QgcbbSfE2mAavr+ciXdZBqMMUR50sDNLxep9+hoa</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>ys9wl75QMdx1jn1qn7f04JMSjCyZ7M4bWSyTW7VEr+NBBLmiMzhI6Ufh1iCUpvrIDSQwSDUL88wt</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>oSiouRbqizt36TldsvFV6afdLgjRrp2cb4vOQBiltwnY06JraGZnsrb4UCfHZhxd8sq/invK9tUd</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>D3z8hYyLGbS+3LBCK85r74IYvCuhoUp+KobIZPhvWuvdjmmq3SAxIKHNdLC5hnLVMhGJUrckc18H</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>9zK53uB3QXX6zGKK62Jph4aOdJoDQaPL0K/yHgn9UayEhH/N1uj3Ao39c05puaxzcSotfBeS5+6K</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>WYyOOMtt5ikKz79qfj6dVWge22fxXUc6yHYfdga0IbYWRocIx+DuyUZnrRQHihNKgYpvF2vhCX/o</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>R097oHI4ojZFAX/ZWJ7igJvX7ChiwTjK8KDk+vJ4SUd3IHXaiLkkkd9p6tCuc9Lw5jqWiGrrQKuI</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>7AmGsPFU2EsfOzmwdZctDGXq2/IutVDmwGiucpBKsRN4y12Q1FWKpceVj2q761LfDx2qJoeZKTPZ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>jHPdXnGKcWy+DM6GoH9e5jP4CW+HfdHe474bHfLDbP4NE1oF1vdh4NcLy6woi47hg3FS60z+wePD</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>bWq29WsSwU5oXq58nMxKOBiMcbGFrkOme/Z59Ybi7Cw1+U3nGE3evCFyVMC6g4f/jvCyWF5I3Nm3</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>OqmkO6fmZ4ahql6C+RwfdRM8A3FllNPgO5riBNX6RA5xKj+JS+OZUrSSN+tUqcgN18IlmLBExEUt</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>rdG06PKy+WM8Cju3gtbOFX43H4URr9CQcDxWbN6NoqgF8k5a/4+xf7DilfGJg0E2Vu8GG7tmFSU/</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>LS6gtfLOFyEnQkTzqK8OhVPVLT62cEfCZN9ZY3iKQyZ+VLQhxwarUAgqeNAMXM40NBJqnUIaaTKa</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>ryhHefUHazhfVgx2+GikVF9wvMobCvvP1qYONlL9EH+ufuLEw1V35BYIIClbrC2uMrnF0H3QbuJQ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>ma69tq8TDPkyDLiaczKuAxUzJoj9reJOYGYTxzP7AQKmmEmEZ2cX6+2klWcRXv23XXN8Ypjjnj+d</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>fTdzxV4kzcHwOYMsI92tadahezCm9uOR0d8p9IH61QQSlUlJw8tX0TpGkNhZpv23STjQhb+uxzAX</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>1vYdYbPOenr5vCyhnpp33QezQj9cLhSv1WweplUmZjHcJTkPBdflRA9AuqxDVVnbbofXd4EJDC6k</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>u7xBoD7EKC+kCEkx7ygj8Gv5GVKbgy1js4gLuYwhJ5aqdNpqm881kkxntfRMluVcdH3IGAUzWR5w</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>26eq7Je4Ttr1cC/xy452i3pJocbhCqrNUG85RyB5FXHAv6GMvm0rUIa6IyC/kfis+sQsdYkQ8GMQ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>wL2s8fdDT6l38N9JbRNwdRv8Xa9QAjwcGNbP2v7tAzM5MyhHW7FImYVAaNAaLbzE8v95zeGpT8Cl</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>CWronhkcJRab8AKP2UcqAD+mW1hVEAqyDe7oWoZziKa2G5aW2vs/WG0z+NqL1zGvUekDcmJ5L4SK</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>XgdQgxMb/1k48YqYQZFtQrIqoBbYn4qPeB7i378T5TLcCgB6SldsFdlNzs/czN0doroozh3W+sli</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>d15Qnv5WMjOinjh0Ybt13wcUzeT2p0ovTtYLoiYAhDeAibydJETLdcozfpXFIJNUSoH6TcLge3tr</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>0uVP92B1O+n0MibJvLsLUKQ9ueIiHgZb6bUSUixAg89QCDRLCZgkg24DLZ4MMTg7IRfFm2eR2lmJ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Erpe62rf2+JE5JTqU88yn6kLK3bQ9vmaGRZ1NUxibTcdpo4hH91qIldLT+jrdmhrawRjYcRduYGO</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>WXgjTbgKRTxnqrXwRD4Hl/B1EV6ggYC+jn3LQHaT6bYd1hORmtuLKy9duSHVCNBAZvnto27l+h6g</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>VbUF8eZasmk+q8Fn83bx7C3eKoHjr6acEUyQxtWVCbmeaMd7h48Mt3Z3r8TyX3DkwQmpClciwpyC</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>E+pbYEWMZXGOuXPmcHTM/Iky8jNSWyw2lLVQQUzPOJ0v0dtNipYRZqBQCDtSE0JuA3Jo8l00uox2</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>bH11ErfGplsGZJejPGL8ba90e6xeLwH5oe/GduQ0/Xk4+faqBhy/7TFeexQcFDRCCTrC8+jATm82</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>vHo+NWJjjDlEI4+F2FOhpRg7MtrrzNP/e+cD++wYeGjkRplbxd5PeyALnjZJ6kghJqFLL3NJ1E4Q</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>gKmRErg1xWWQzyuDbbXPr5dwwRyZU0gkG0WTwyUy2dFV4KRyn2IbMH6STm+0af96YF0joZzkUroH</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>ztMN8dWtmQESq6EYQfGlhQzNoBKLXjN3LK4TMWBE+1N5ilXkgv3cnN74RZHdLhEXRJnF29x/DmVQ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>qZQ4s31Vk0kqKdQ8tW0rs82+dMMtFv8+P2rYA1GZJQV4P5/TBU36BVetlN+swvULk4XpoqhTTMbx</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Oj9tONiyIiJitC3YiCU+G5uL0YETB8nSKrtHRiBD8k7nYj4fbUtSbu9+lKRsVK7kU41mKdBImON1</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>6Qk0XqAx2DEK4w59khYMRRxOD4u2zZWDVp+Nl7Sd7ihas/vQx5yLXHKmIpjCK3SQYjJz09txIErQ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>0wJJZoSxH8efhGsTPuVrbQpGcHLD7bIkWf5kjR9MmOBCmUGgeeGOyi45x0k6Cx+z9oaaTXYcvRtY</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>M+R8tW5gCLaOPjfbq4QjP6yfYogoaTiSEKOPcMgiOQKrXNiv2ahVBT/lvkm6Q8+IdesGWJtD6xqo</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>+CC486Du6CFDzAHcnLMk5c3CqDfFGl5Yf68bV4aGm28BaM4vikeKRhm2tULeM7PipfQiI9R9Gy/L</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>1yZB26qciwCalP4CA2NVjiJut7FZgTF2bO/g0qfvyKsAxMetRTmqALBJi8QvKqAE4i/8gRlTuwgV</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>x6EGsUPCIcQmD8aJkZgy8+erSAY7MLcnUXu90AC37BLyaOt0tzJKfVRb6cP8wfZHqJneoGSNAA==</font>";

            <font color='#009900'>// Put the data into the istream sin
</font>            sin.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>"<font color='#CC0000'></font>"<font face='Lucida Console'>)</font>;

            <font color='#009900'>// Decode the base64 text into its compressed binary form
</font>            base64_coder.<font color='#BB00BB'>decode</font><font face='Lucida Console'>(</font>sin,sout<font face='Lucida Console'>)</font>;
            sin.<font color='#BB00BB'>clear</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>;
            sin.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>"<font color='#CC0000'></font>"<font face='Lucida Console'>)</font>;

            <font color='#009900'>// Decompress the data into its original form
</font>            compressor.<font color='#BB00BB'>decompress</font><font face='Lucida Console'>(</font>sin,sout<font face='Lucida Console'>)</font>;

            <font color='#009900'>// Return the decoded and decompressed data
</font>            <font color='#0000FF'>return</font> sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>;
        <b>}</b>

    <font color='#009900'>// ------------------------------------------------------------------------------------
</font>
        <font color='#009900'>// This function returns the contents of the file 'feats1.dat'
</font>        <font color='#0000FF'>const</font> std::string <b><a name='get_decoded_string_fhog_feats'></a>get_decoded_string_fhog_feats</b><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>
        <b>{</b>
            dlib::base64 base64_coder;
            dlib::compress_stream::kernel_1ea compressor;
            std::ostringstream sout;
            std::istringstream sin;

            <font color='#009900'>// The base64 encoded data from the file 'fhog.feats' we want to decode and return.
</font>            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>AXAWQhjCEZzu/U+RFPgnRfCFsyRzQjyOA8TMshjEOL3FZhUZD4amYHfLuNN8NZrJyy2CdiXOWrFH</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>dTTKsMQkSz9f2VGKE6GCsTcZ+fpbk+d7fBnS2DEUkw5ttiSxj/VsrigkeV0MEUR//EP3/w1uvJad</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>96PFVeqVf6tEmcuuUbYzViC13lfnps7ftXmic5CwLZ97llqMYpLKgfEIXZpelB2al6PyVAg2FOfe</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>2L/SzviQ001tYYgx+L2v057L/lJdx2+uOQ7tovbsY0zEBEXTr14ZQW5Wd2lWnj+CrBNQ/4wMQZIV</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>86X5JV6nl/fxrM3eF5+U6U5cZoZFnn9vRONE0kf6/g6W4Z8qQNL2mJ/M8oKoLGtuaaEjymk0ENRM</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>0M9GMLrO/qfcH/DHUb/HaK851L5sPuf150ecpIbPmQpxTOpI5XwmvwDAP9BCmLazQWQV85wJJFom</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>LjT9dNi7eRsV0mNCZDwO9iwUTv6KfAR3Vn4t30X3n3+x+Yhnq5PU/4vu7GJpje25uxICm6+PC9bz</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>QJC3wiw7jrlF8eRb2kZywIJHWtrN39R1tddENrGZkU8LlPTDcqTqfuwC1HXSt0GKlDRBW42DkSxm</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>E7yKype2G4bgbSnuf/LKftuWlNXzMP3cDFdChtKJNOws6btgvS014C4UGWe3uNVp9SNAmAFyh+UE</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>rRTl1w3RNom0yvlee9IP1sB8mOEZn5Rrzo2lCyTm6w49PlLfnS293FxvnpRSSlvqUt1lhzzEh7Wd</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>YjK90oPWGqvNn/bP1vQW35KlVrc+JT9VlewcZRYJAq2OigVxa9Ao8Gs+fFyh8/Aym6Y3Z6+Y7Xna</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>fsmYdGaUtfniJemtzHatTuhbuo979fqkIDQ6bhHlMN35IyzK26QKzGrMCaHenZEKck9qR8NTkhc0</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>urO85952cv4aI/cJ5tz8S6f1v71F1gIz76zL0UNlkULQf3tqEleTqVF5Q+YKAtov0Tig9xiSuCZN</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>btjVVpg06zlRqmnRqWpZU4W7uu19MKe6BGoZ08l5K/3UNgucyuUBTGtTGt35QaML+N4WLcTYj90J</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>41Tlt+OD4C8nZ1ID982h7X+YxmnSdMNnaeM2Lc/h8twOwg11vHf6OSo6st4yjK201O8lH0Lemips</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>LsO2qhAsF4AcWVG7HKUNh5jMr7TTQ/SPP2qiJ6eglJYLFAlwtCSXRSJFuK93Y3eUtzDpVDh44tDJ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>y+Bsa9oWJrBeBouo9DHG20N+wJB3rOVDprmq1ZGfhkSzqmVzPk6motDY/jkPGZ2E8/NIWpXpyU8z</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>cUbc8Er2cAVshJ9uGCg0tUh6lGWsrWucpgCS5lI44PJkbSuyFZMbIZrgxrVmkgOa70pmmuHebs+c</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>GW0FheFD0IHXVxaJtTuPeDuMML/YrAqdyzibareHbg2Hn4aS+qhRUcMyemOzrvjhGF23oSXbJqaO</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>sJw/DWkt33eFNqWxofXw2pWMMuF8akESryBDyGEfk9nofHoJhTciXGNkuxIiSZtVYsVnKNU9C4ei</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>31HWlbHjMtG9RD3zqkIXwerCkhElWfxG2M9ja1S7M4+0VrS9nT2ngc/n/KZDpinuB3GIOnnaqiqQ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>8ASsOEl9/Ni9Lflomns/CdxWns3OlcU8KVhWHYz5hqV+MI6SQLlS9j39WFKd1IPaer4y1fd99x44</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>jkyP4ekjoVVfVxpJlb4favfwI1AnFD2K2TaUeULaALTuBwNT5DnRcLNnwqD+6r33rEv94Nk+2+bB</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>0QPLkojfPlDJocwcGon+z2EHQO4t+RPAafjQb42dNCymI/bIdgwL64vldhl9KfZtXhE4llYhYuLf</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>xliN92ELGSt8o5IdAsoOoCPdqQh5NujdDs3p8kVSETq1HLilGRnuxyVwrTqJEUC4G5ntPfqXr1Fp</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>revo1FOr4SRa8+c2GgA7K8/fvXwN59GONFMKxt+sI/xko8hbOQwOu1VEQ2Ak1aS0cc5MoUrhUFhF</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>gCTqGd+9bWwg95ELl944dD7MIauKl1wHy5iI7u7EDlhvlGhmtU+6lzCmBiDbbPnoki+yZLc0V0UL</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>jvaYU1WlKZhjWcA7fHkUyGchIe+KJE8DcW+huCO5iz6gPWwy3ZURQEW+wYPD4Sp6szOTOPsNKcN/</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>j9PxKGDbNO6/Rou+TEfznVuu4ltLKZSDfYMK9g37+XjMLHTU5jCoPm9KJDjFvCTRAcmRoQfwuXyY</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>o7w4QwcevrjFdb3/IYMrygb57S0iMkFJPUUiCF/bOfQA8tpLePYYtg2ILGGuH2UFwOLszxguBLLD</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>ziSVWU+xmCi46kKVuNE9gyeT2OCPtn/U+qEu2B89UkbynI5v/FVpJhJf6MjLc1jfDrEi5NflvvCQ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>l2QLJGjtfDRJgcXFuuNzWBMiVglMOhT4n3bta7tV2KraK7Yc3Pc0GIZv/zVHf3BqeDEikXdw73tt</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>aomM2RQstiy71sMmGkmCvUnEbgrY8O60g5nCSmMZIFbbLit9dLyBjHFUELrLxXup7wmkxu+ZVEzT</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>FxshL754iYXXkXTqVGirp3NNNhGKPGc4g77Yne+nxpkZ4MwOi3wQ7YqPihwIkIdYewBMiQEJ4Y8W</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>0+Os7iD8OYrccbHKqvKMTE84QOKGZSsGIaCD+iIvv9F9/EIB2ZDv+2aEs/3ix85vtg8L2f6WmGdq</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>fOdoKVuU2pPIkzlyTNQAwai3NsjcnI++lEpVC8s0K7fpIN8uWDLRnGGuq/G2gFQEoqN8eP0E944k</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>l/YTW8+baMZVp/wQNA4mo3v2UvDdHrDcZmIvVuwEaAUW4dwylXMazecCG1SMkusYSXGoorB615oF</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>DaqndLnQSfyJrsXdBdZDAPmsssTuOvCjrjTPnb36+WebHGuLUNYZ1kqjhZt8hnxTFuYN0sTWb+UU</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>2tL72LNTK66l8LuuQKUMimV2uHT7Dsv4VX6XE+YXczrC0HycSaVmtshxRh99fnNTEtDKo2bXbSTt</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>s57BqGWi3/orxqSXecUPFYvQBjrIfDrinany5uht/8FK5JH+c4PMTsbiEeQ95RX7eOaBo6IoF7PB</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>zaXhJH5TW/qwdO6K/Caqvjp+no08tUTdn/hRdGMyQ8cIYXsMaiQKbkpXlGnhoBK34XA12T6pXa+E</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>QocfgTw773eQRFWN6vmhvuv8Pd3KPJAJO80slizTFSOvxVO68aM7gZdnDFTgfibe/v+2N1xIUq12</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>B+YWn9yGP232QOnNq0nuAvFLhuzlau3U+qR2n8DThKWTboF02vsqThaQzF+0EPFk/3we6AeAiatk</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>dcvXEbGk/TkGI1V5ICcpGS/fvivZlqYhAIL+yi5/5M3wPX14KwriXpFVMGKozUYaW05+27adupOM</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>p4/0EvfeM8T2m+MQ3GcPLA8njXEDbLLWnoZ+YMC3l2OVRMV/yFXkZvQd6tAQUymv1xB03lNv1M1K</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>tPE1Ps7ucMH3cOjff0fZOEYabEl81VbmYUCYfntdWlApBLrs3gBWiT0uLoiV3cJkq2VWtgpeyAcJ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>PiZ4L7AblENmUS9gr/7gYdn3uridNqfoos0uvUCFrIS4a7siub0FpCMwiwSiyZwtUoD5vcq3Khza</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>DVGJoijIBo/yEgUTho23FJqMaOYyRnVen4i8GH1H7PUhJe7KThuQYk4UQP+XO1qdLITUwBlbNvks</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>ciB3IIN6QKQTcoDXEEQaMcPYRNhaaGYFDeSZ4yIRhLV5JyPhOiLFj5EOzrC2B14Op4lOkerAY2J5</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>cx0CN9xEUrm80GJGtKudSd0JKscXIDTBj9lxngSScCmKQRn4AWJ/acRm/fyc5Gpg5PLx+o0jCI97</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>hm6qOSqslV4GS3BozqP1x18yqrC++IJvOISjjfSvSAkW2s+qv4ba9gfNYIhsJgAan1vaAgSPDXOD</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>hf9RJHBE7Xi86Ux4uK/o/0GK3R4QsKa1/t6qij0XAlc6lmt6MXbSr/Tnjs4ykAbSjzmiwON9Jnzo</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>KYQiY46ULY+o+UjbHTMuxkTJQjCKtyertjpISD1yNYBxItA703l4ZLK0iklv0ZrFMyov8y4ySVmF</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Tj/eFWy/PpTEQdyzGXrotmYbb+V+BG5e04bq40FsUhhALgSkcGEYoQtxLCZzkbyWQmEN/uXC9Gdk</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>wG6Iln2vWqzZSRMeGZ61VMm+dzr5CN2iHtFcNQnjwWHgr8C726YO5j5eWLvHqLouU8ufiojzvsvI</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>ycQ9aUfkcr3AXu8hv0+SOUK8mT5JdQ5aPXc9WOe4c6mdgfOK9Jq2ZJCLgQvj2swIoGQ4OVXn2D4t</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>MNaKJu0/5ujgOg/634gfxJbicVJLzn30TgWYXX6Ixj/JQW7yxM2iYyHyOl+/SltruQS+NnF+llzd</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>rYuXYejtciq7Sf+DFNOJPSaTJuI12jSl4yH4fOMMkkxWMM5QkFzgWGK7A90BJFo4Uhy05TELqU8J</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>FtUWdrngONpIU6haQcDpoYtXVQ8h06yZYJnVQBToS4szMcsPPUVYxITcGnbT470DR5+Rrsm4MSkO</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>ZXmf4sC2G/k5at6a8o2OKsohg34bNzdo+R6rpJLcMLmUogDdHj7uNjrvMXgZgN2VS33jpsKaVuww</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>0fm1I1pD6ltIfO+iF5oEOQz6Ml8TSxcGei4xi9Si7g4KGTZ6+KhS/KcdGQv7HsGH1+auYumQvKIJ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>mWY1hPH9tLSAB5t6vh6YUg0Fx9G8Wf5Twz8JXsoyRbOs2AAvXcBQ5EPNbNiKz71rzPb0s4Kd3TKJ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>cNZexkD8z0J8U/KVzDHA4kyJU9tKB2ZArGPkIYAWw+u9d9VGdxXgst9WtboxuCOy0+y0XiXez1nq</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>8Tib6FgDNCMKD4uk1GvVs697TYCphk9MlHPUevFlgBJuVI2uOjsnGjBtzQOeuWHyXoz8xQhyLtI6</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>MnW6c6lCs8REqpAWwuIPF6YLzAZd4uhpOyKFTWI5jus7I2Rkr7RmFDcOCXcnHw7M60Bvcgsa5xy7</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>AoMab6/pVJr6EjwK2JEmkLaxPUU/F0WqXpI8roFPbIZ0sfuUzZ7tZmkZtelboyTtuEZTxbKagOWR</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>78qwMM9feTEwicGFlvyiYdUGaIwiIckil3oQO9w6bQAaPnygDcykVMFK1fZaZztYQ8AKiEjyr/V5</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>dvc04CEShL8uRKDZNY8Y5cDGVHOSR2g/u0t3PDuzMCfmQeKNJQgc0uF3ozXP4xvTvopiK58Y3656</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>m2ZUfjDIf/g9gRXmrmte452CbaU4HQzlIblKaEJr153rXTQbZPbSHyHOHWRuczQAtnyP6k8YSC+3</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>zqBtSIvq637hKi+7Ov8NgiYhw78ehwHiPtenLDlB/YMCwqqPNmo+8eYGmtOoRgaQecIoYHYWfaUE</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>NMtwvnfU5g3JS0j6VZloZxGNmrtuDqWoXclUftoQdsDlE//Q/5+KHzyZjf60WrXx1Ix35UmF9IEI</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>jEvtLp8KOoWs077NCkXs0HVwuKxbpZx0v3qVb7HwsgcaoypbjhWaMGYflEKvEbJt+TD4MN8kXDEE</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>VHFdCSOzUplHRdcy4aOkQdzfEYvNTgaiTSO2CautGYgS2m+l6Cd8B4K5PZs99xYFa7t80L1d2Zpe</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>M9rYCt6RKakTTFDSR94nxxzdyfbA9sVYu6MCD1G0lN+zrEisA6hjqSAqUXsooaW4WTOd3HoNkZeS</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>tGviSThwRe0awN4pH5dXfHtxaRBkzOBVw12FB6urObgv+3jcnTzRZWvF14ioEmMuKkHb3Ienbv83</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>71BeuTrUarJazVmIzbH4ulyWwLxEHeKL0r4PIEfbUg7tiU44lMnfxmrFFR6FiwuBxrUvyv/yEmiP</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>AbMnRjX+4MVrIHr001qxVFOaeK5FehfvmWotuUW63TvubKCRp++5uQDUh/LeMp5ZSX/RRVpEKEwA</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>It9wUHj/cafFqSwt603pOOtAC+xL0ozsVF1kYyl9vBEow6mBe66WBwekd+DjlzLbehk5oIXSaYsp</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>zu0iBnukS7YoO/2Ho5JMdkJuHf5AtuC1bDt51FL9McuIHboobI3/K0YrpwPmFORwSUSroXle6XK8</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>LeX4Fcp6YaicZoFYpLVbhVvrJSW3F4zBERbSqBrHBMxoXMblajhf58RcPKwZPvPnSL+yB5V0VP5X</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>RJtdo0ir42WND1VCIfVqCCrSg/m+/R2sffd/CzqQ/JuJnwPtKrAvuaZ8zbmq9UkK0WAWY9Wql+gy</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>AYQNgM6Nd9TNJ7LEyEJQl3nK2qjg67rBCizIdwRcPFSWoWE9DjVz5eFPIJjPG//dpt296BsBeW7U</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>NhV2Ig9EstFK3+/GC3annnXsT7OQt7QCnx8BvzbVHiFU0n0yikhA1uU9iYm5qsVwdJ23NWimhTeo</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>XOWG/MVCrPHpV2qs/4PljiPW2eVdzodj+nfDPVwkHwmFm5Y6TGDRBfJWd+ZiXMkrDa2CEMrMvzEL</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>/DymDMQfMI9HgMiLWmiXS4DjcRL1Fp7DTHcQa9swLcZwbyE8r14L+5xXzDySF/EKJ9LwmldUaN+t</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>qjmQ7DecED+MkTHMYXnID/Gl3a1/wnrfxa9IuRAwHiIhuwb8siPJT1S2mncAqk7YwUyaY0hl6TB1</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>GJqoaPTaeFqzTD1zuz5N3cFxx1O0R7OBzHuBtV/JXrZlyzNKZhUaopWCyQ64+RGa/K/lQcyJNVo9</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>lErihKgf/LNzd7f94T3CmYMRUJZanOLNUWcOg2iJLGR3hy1pnlmc34IgQ5SHZisUBy2jsdK0xoKA</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Kb/cPiaZj6ab/4sq+Owh5I66r7FjACv3uILtt69Fz1o4yaOb8z1ZSvFei4CPrikpxYXltEj+aPZq</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>pAyL3+qrlJ7eOYE2svEpEAiYTztUAn9/ukCZZ71IafGHnhPggc+eizHPuoqfdUa1NWeM7H/XcFHH</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>b5PQ2mQPCY1gD4SrBqPS7I1QvfMuOSRba9YFbJAecSC9bPHlQQ+c/rma+R3yhyLyXN2j2xzHpgJr</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>oT2cEn9yT2fHRiZIWqMAJa0KRJgRN0hLjhGQ1VKN4WZfKy8uyqCrAbzBqR0eYcDjkpvD/syBg81K</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>8acv+5OjBrHgCofewj2DFs0lC3mMlo8qe+GNjxu/CZufpnNabIY4ggwBxdMWZvZQ7j27VwMmvkdd</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Uei0foug3YA/Gy/XUTRLhuyYKy9dqdv6VTSiek0aFQyM4kz4KqKlAbGixu17SFgvZ33fP6ZMZ5Pd</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>eWC+Z1vRafLRpsABf1DJujXUEUZ8HJfWBuuaMkJkxFApcPwctu4SMpZDjnoc/7gblzc0yLr8BRxD</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>gygNRNu4uVAT3sbaRzYOvF3tq7wr+R7qS2YmPEzhoZyfubEHdV48wmE3XD/RnZJ8maanzDjEH/Q9</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>yX/a34y6YSlrtNim3R8pI/AddLi86cAcEKfK3V9QXCGFqO7GfQuyZHO75grKpL+6MwRPUWigaLGN</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>9JfWrc5tpUu8NPY0ACmztq5p8iNqylVgIYOC9LRIl6TKJQXPSY1k73NpzNNzOJhVCCLY2IaCMUtY</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>pbxZs+VLufZmNFhq1D5qxUDfKII7x9ocFYqtwLnjZztYT1HhDTcwmB+5uQWHoXKRvsTgvSfR1l33</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>w4mqzDAI4ykfuNbLmymuKaVV2ST6W7pI6xfZd/YD1em6OQYF+F44tj2G846Ry1IsdVK8AiprcFHA</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>QFxuwxcY9eUgjSvhbK4BKkQgFSzx7yDZTtDxXSWrGsPoHUCh0GKU757B4ubLvDV197o/No9EKfGh</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>3tlmEwvvwQd7yTgwdbksgVieGZBJqLK5eRe3CqYXpHryPcxydrO+2LPpzUiiHPY5FDRZjnYY+as0</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>IC4dtlX5BicqVB2gbHiKHbjLf0pob27d/WqQKKfA/7h2wY/jYyckEiX8g9M6I5QeABzABxyyAMlx</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>zoi3bd/RD35ijUysmIl/+qi3GHaYKK9Bfu1SRb9oPgmFYKKKRrYxm/cypmJXp+GUjlNokWN1u7OM</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Nm6oqRRuqYWiCwZge4HHVQkQs6BuH/Nqvd3Bqkt9U1eH4TnkS5MhnYVdHt0hxmG6Py5A446SERn1</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>gJRsUDXk/kRkird01o1UqCrlhwX9WG1cjY2I9nFsokudgnYryxn+d+hVdM4E4MO5ZHmOXicEn+hZ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>N5eyfU7B75rBT/yZzzot1k+B07BE1x8K7N+S5JX07utAi8/htK/a4vxKhJiyx7p8etztBI06LKss</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>grLKdJtqZvX3kwFEIXqpJn5W2bijJNeQYnJxfFY+5D/k5POGuBYjf9lw7ilnIkbEDkaMWf9Mrt3W</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>A30zlSEMksIByxqL5/VFx7oM1oSx872AYwXDNNnfITgNwKBwniRHuU68SjWBO37CYYmDhcB7Ug/M</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>FMX7oBgPrld/Lg/ut/xbWwFOiM1M6L0TmT5HX6RcFSdKg3Sda6adAkSK3Ux2HTZAUVaK8zG2Mm1e</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>W+/4SSqK29MAZUBK+oEPrNB7An6NgWZ0TRu8sGeMcZCm2Zb+3+ZVUbsTFoG5pFhzzvMGr9fAsh3Z</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>4Ngvc76mkiqT7xDZw72BUnrPz+eO+RGqMG+oGWJlXd5PYD4XIkW25kBfOr+iK/gCFUsfZbFoHEFa</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>M9EFExjXiZYOz4iuSZnpeChRQ5wbl/56iTGSMHpB3KKU9Rfyv4dIDGS0KmnSH7Q7mdn2lXerjDmF</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>zlc7IbX35O0kHeSXaH08ZFf9vBweKQvEW6Qxs59FWPuS47FpXRAPFClwYskLxByN2ux9kxHprAFr</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>zuNKRyilr/NlCEJn5SiYU2/fAif/YrNNiyxXx7sWwQW2mf9Emqzsrkb+eCqAPs1NmwuHO8JXIyKO</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>0EbIUaVuENKa+DLtcrfI9HlxhrF8vd8m8s4ZeBHWr3jkbVdcjX9mmtcSrHyHXcWVImc8CJOiR7jw</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>0HTAydarj2G229/7kLX6RncrRqY6/Z2e0YEbfTt8RDnwriUmKXuf7VUMljP+tWx8aXMlbm47WMaY</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>nnjZ4wE7UTgrYUce7ehuGDBEM4VaKYrp4n782gXFdo9VhUZ7JEaveARi8Di1SI5MuTQ8N2hUfPKn</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>JbK8mEjSmcN1sOZBOXxxWX+e9RRsO5t5ujCSy+UBr4gaqMHAlwxtBmif+kl7s9o+UjHOlWLn7V74</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>PiLxVUzCTHz5A0rX7MyGXMBai8BT5XjmazTZz8YPIiq/ZmnyULon+uTrmBdivNEjDq4M476YfAma</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>rcqxp/picZEanq8yctrujPHilXH1WuXhkPM+gn9Gkjp/sGfA13JiFeXZO9GJHkqLwBKApqS1HJIf</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>bhomnqcdp6+hM/IEaNS3dVZ1aTSefIM/OTR2fNVbmzwfENzVke3dCJvw5B8zTsgEXeKuRE58pYaQ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>H+ffv486NoO8gXKrUF47ptIj/Tt5apc5Pt1AVFsuaxvry3UrUmY7MLbfM4xB29ah1PY9iYx/OssX</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>DGvnDskGHiQJlz1s3saJl9qm3BZr3//6D1/CgGvXw0DffJYL9yIqlzoBRKAue/lQbWagNArmsccI</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>WxVk2TqYgTHwhl40fWSGIuY1kfj6FEAUxBBxGul8y9Cv3e/hMnE0gDQz2tZs7EGqP8WqKPF4BpDh</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Ep+6vvj67y2Hf36GALRYNLlhCB5+HygzOW4jwtQvCHxbmtPWvQkRQ8iQ7XlZH0OOATz1FsccBZXr</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>3+O26cf7zcoZIE28MIQHIJqsDFHCJVr8JVcYITcv46R1z9ZgQQ+z7KK0M6FY6SOgCyu5kyQR6YJd</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>HEYkNp9J4N21iRr08DUYycJDtrf7xoyYfj2L5QjpPVEKrEhIkjb1kr8uZp/KfCjCkedPBrMsPuOJ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>28Acpne2exkkKaunrJZr64Axfgl5t0OIBP79Cqy8PRnMYQTtqHf/pxaHNyrYaXO9vjtTVoV++kaM</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>svy9Ol/R4LxEXrgtlSYhKF4o6iCJUSiLhE6j/xzyOtRrCAHZ56WCJ7YTm0oa22TtH0DvoFMY11Tr</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>SZ04ig5Tl8At1jXKymUSnK7EXANVHZmZ+01xTE4efnFIf33N4uWK+c/hEqmS6KCVjuHT9FwTKEIm</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>4cKum8uhL11rodikW09dYfIyQV9yO0k6EJpeUSQMhPBqbgTWHnVQoHoot+c1uBoOdK/+bRuz5vip</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>l6+0nmpZZoO+OjdEap1pQqpcTEhmfBuUGXCibggZhHEvHvFGQo5an4N48OQA2B8CccDHMJIDP9+j</font>";
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            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>n4AaURVZOBC4U1Dx65ch0PNeEYxk0DLAGOsvdBDbWbFMNc0LiGEF6GiCMBYVsw/cYnjY07cEZg5N</font>";
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            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>eSU3ewoVRJIaVreWX4RSXTomL1GOyfcFQ7gZghSJLKlwgkK6+yvqig0jyuvmiRFJGDYOxQtDykwM</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>EKOOZrckRdktXs6aFQOla+IRiN3XVUfY2wvx3egfOYPKrJS2HBEdXeIelB7LK6vRx8nwuFAAwZWQ</font>";
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            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>tTETsJJTgYz/HP6yXsqeFm52yO24myKHMURYBmOZU6AFyqFCsOdJG/GA5otaO9MG0A3hPdC3Py+2</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>GWbnl11yPDVImktL+LYbx2oolBWZrelLRuKAtDp4p/Svt5R6fOvYM9XxZnnpR/MNaTt7I8iEZSQe</font>";
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            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>QwR8y5q54W8pdYflhgi92YWYroUUIFRxheAgPwUSqrOUNiN6xpSwr2usNY1zvGGsRqFKuhKgh7P7</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>cvGc2sOj3izPgl4NlR2DaoFTbXd6uDM3IrYGSCFJdbMlonX5cvO91ySJpKwPOnqjAbzBjnZCfepb</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>4px8fSH5I6LJVU1R+sGRCoewaHTFlsnaCQrsy9BTGMIWwAKCAYCbWN0T4ItZaXhJWarghYGsT57P</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>MagSlMpKeiToHWnWhPhtxkhm1ZVRuYekcpwrlWwsHBV6O5pEML3wmWZDWJNZWh/GkmhPhf0aF78F</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>2lOVKBWLYq+4Xt3lVNvqCr7m2rQNH6KzZUNfeoIJH48SgirJQiNNE2iQOsReTQTbCW87NCN4GKGh</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Vf5A2JU03N+5fT+dorN/LTQmeKddK0MR2nshO1m0kZSQ9TDUE6Da7ITtIjGpKK1QqohIx9BEMoML</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>t3BcLTNkK1SaaYRE9Fm8AZXr4z9AILXUKktv5bytIRBZncs8078FdpF+O2JWEzELgG2s/FTHTyjU</font>";
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            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>L917CSsYpq4JQWq7I7pOkPjy0t7Y7QmKPITQv4QQmF3P6SJXiainjWDQlZx59RTzg2Z2MDZ0dcWx</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>f7f44IkngOVEUHi3iwrSygMTySBYdDxei/kBt7oXAAkOMLucZ24VE26nLD1hMAwRz83ENc0sOZAz</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>F7He/e0H2I53NAYlk0s55wntUcdp3sHh3UOcGyBGcRUipg6NWy/LrWzxWqJdo1DsBpV4iazYLRfB</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>JdKobsmPGmWSyABV8tea/IuVgqUm5RrWfBUa6Kw2TqVuos2PsGqsRi4cHKl3XQ0GJjbV7qV7Nacn</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>mRVqIAetzUUZkuyp6Q8OMLX36zwwrlP0rPJaqk24VBEnx2FKjaR/LkP5lUFenOHJuPXSh89pYWA7</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>7/y1i2ejWuMrpElkJ7qfpTGD/A5ZkNWCyla2VXOXUVjK2t+cBYByjEwlMCwr+tXUXQYVMPf+UzzT</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>EVv45u14EhFg5XOu7urPZWyO4EbejgEvyyx0c6Zgt7RaQgXn+akwMHI3oDn2NcZYGo8Vwg/fSs6j</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Ggzyse3ShPpUr6qb9TT3Vo6hXegWwd6tDPsqDlc62JhQ0MYdw2A1x8aGK1iUCz4pqsWmXWhGPO1g</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>rXyqBaIrVHDMim3cZO2LY/TOwIJZGuHNvVnQQ0TDYAQEgyej9mVLuWaFuCE/JZlw/8U2VngPVq0w</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>EePssUQnewMHYTfceXOETEBkU0xl4WLdwaJbvIXG+pPcVzYW8z/D3yh2LU7KHbklffbjWhYyAm3b</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>nTTR+YTZoF5PwWA9DmsxIbLQJn3Ejss6pOj1YSqq1cD2r1+TZjWefNmH/nncwjU0T6e/iBxkgQLc</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>NXouKJEemknL/HOvd5sUS6YYbIGg7Pa3ur3Qn0quKT8QSHRPTxZeTP47rSp+Koibf/XfZOdG5RzB</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>U2Kbz2vi24JkfzbNCG3tjNvzPJVcZrMde1TNVNQVFbXCzMZgO0Za7o3IRyxy05rmieBcGryGX1ln</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>hnhwSzxSSxnuJ3szdlfw1j68i8LsX+iaZHonWIw21afDPwXaoflD4cZIZI2uPLAKeBoOYMxKyFGj</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>2KhIVlr+poDcu9gZBMF3CwwxSRZpwVhpUllBfOJDJTLbM3UOyNRMs/U2T6TdxH1fRbgeQcfQ4CqU</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>D196crANUlHv6VL0bU8CFS5f85YwKO4JliKHZhvQRDtcBrwKIXttWPt1f3OONAscmsl+JtVgVt+r</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>h1R+X0b/puYAa4tqBvUBiiokN21cQR40Pp5PPLMszGskImO0XM6Fx9spo80xxDLhOXZsV4rJKs3q</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>lub2BoFFGa/nbd88uBheoBR8lh5d3sWciz8Y6eMMlEASpLmXFg/nqq1jzTlC7lGmAhyqSTAL2dHJ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>+8ACp+IgMI8v7DR1TEp0qgwrVC7B6+8bozJlpH73HdqQYkyjAnVcOBTn6KO1pjAJ+YcXqe2ioiBt</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>OMAlNQVAJZgxpEnwwd16yXDmK+Fp7v8aGEx1EECVaQYW7ZVvKRC9249ioFaEgFjpo+8veoWFd9G3</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>1E4aBC8rOXrrsI6U3QqWbYlusqvogtKGwT2pMYSidnPneM9iaJ5ixPSlB7VPp4MwdZvPIpOOR8Hq</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>cFqQfZAa7sDq5idYKPUrRo5XD6szBNbb9Oob6y3G9RQndEEt2363luFr6Nv80r8yuyaUUlRcmPmU</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>/VCExotSxcx6B4uWyd6UoA1wZv1hY+OCUL0ahArlLzkR2ZxowfeDCn5eoawdQnazyx9wSAEmqGTT</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>lrT+MyINZeyxp9DTtvjFwVw1aDVT87PF7E4Yw2H5V/55elbLzn+Rlr4AgU7W+RnuwOk52LCKrSud</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>JTAq/vix0svgRHAs3E8wsLzBsFXc9SZ6/AWptBKuix0lkoDObM8rLJMjxpQPmIyVvB3jWXITDn+n</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>8ou5GgmZUDeGu3ZiOWbtPhO90akFKl1XDQJ+k9DGrlQd0dbsDa2lTgPbL+3wOD9fdjFzqfmGA2vI</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>kg75VqCCEOUXbQ8N2U2IALiOEuYblJk7WVsbmOwmEw7T57QVJvivVJ9Z36TJeWfpzIiHCeReso1y</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>3RGCo1qlsgfwtz5e3/ycu5aEq+Pg1W4EtSpeuIEZyH7zQaUILmAFP23JDmHyZNh9ewxSRfZGETHg</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>KKN32MMx6taVzf/8+RQhxI3JJ+PSk0vrvUEX4L/2Bri8meJbN5UtWuRN5gha/O8jPDixa4XrMAiq</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>etOumapH/QhEJBy5NHmcjLH7XpZ72qxTIL6VS6m2GjFUyekOdKZOHDyEKA0FR6wgEnoki7gS0L6N</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>5plyHCOmd1aBWEXf5+P8EJeh1nmu6AXtDful0kn8G9nNnWrbC+iIj2QQ+XZPxdZIGuJKd6MrXf0y</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>zW5dznFYvB8R+LTy2SW4WFvMWzJAlggi1N7w25/rvtnt57E+I5TimCjAKJ5Vcjj/R0DOqX4BNnOK</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>MqeMDogP+DE9NesTswgfFngZBjomZsx8f2Wdzzi/UW0xBZa3yPk+CV+wwTlWNxgBKFCYFC8GlJ41</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>MQt+TPDsDZJuBdbexuS/PA/zzOE/wZPVXgzLZFmTKsZAfz9894HEHalRlKLgTlvgW65XDihdoh71</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>HDwdA9Knb9r2qH0dwsOTpoU0uABJkND+V1Ezr3oi35dJ2zw2gR0omEnVXZM9dW8XIp8ln8zegt+S</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>dyMbNDzX9RClWSIVIGuRYGCahBqXMCJG/AAKvkXM87mZiQsIz6uLvJpkeGiG1ah7kTSjVFIKSYES</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>73oz5l7AIAIReUzdvMLk5ZbmqdW4JHBR5XBA3rTpAyNEunRi2Ddy1eBt4i8I7GlXaaZ7sVS028ze</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>VkY4WR/6FJKO8ccbofsJb8BiM8UZdPmkRdEKGgFv13dkq6inmo3S52P5S50mYapa1YKvWCvMHaov</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>z8BOe6WqptQRGc+vZ4v1vgq40yaWBa9pSTyvntLUKCkQX0qi3ifKhRykXP6SBylckIHs8DfuJqXP</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>X06djSx/F7IyvBQg90SLa1h5hYRTAchYX1ZgvG7LlSvPp7i+sWCx5D7KpTbF6O7AU8kMPpaRm2wE</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>RvZ4DCgXdh9Lgw69wRlMfWJEJcV3mOIGDRoBZToyJqgHMDJigCet6NIsD2xvvza5JWPf3DURWRHz</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>wdVqLXlUivD6/9r290ZcIbdWFMbz2aY9x/ojLrJmAGX/kySItIXsJlDbcvquJWNc6UYrpxurQEku</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>ejm7E6HjXUPmi9gh2kRkw29A5xIFaugoph9dZSwyCEx2BbqY21hwQ5elfdcvdJD/fe7iiWmfrtxQ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>BqVebUOrY5+/vEvMf7EupYK8cxtCb3mvViCR0rGokTwuw7NVuMH6DEJ/zXB7BO/2bPXnr48Q2pmM</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>pThaXSCJ5Ta1SZqGZRG5pBsUWg8MCQBc/KmDWv5csQlqDJOLvEULRsKdxxcm2wBthRXx97JVHMwe</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Tlb1TkjoSIQonMsvU+dRJCW3qhgbR4i0t7wGfbg9YdXG8LiKJHvkpu/IPKHZtaMxOp3O6kl7Lcb+</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Zr412Aanu8BN5GP+rW8/C+TjEBG/WeR23iZr6SByC7TCzZwJO25J6mtC1nFxdAUizSmxUfwDwvdE</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>5WyGMq8TTIHZ9KvKMw/jODKXcviOmLHY9CsPtYXbChnF/fWgQx/ykshrLmtSqFEaOt4YCiPFKQHh</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>/IjsYqcs0UQeGTk/6tnp8Cewe8A1DAaBEI1RTllobQKLXEUBWAV0VcrVXILhemvApUW0uqu6dSqg</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>cfv9uvu1BblNEfNmfTcUssCnDQ5c5vFjEB1KESkrBTL+p6bEn2b1bbxQrhiqnVO6mi9anbtBgBU4</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>lTjSG4KMnsD63xnrLapoU7ReEZxGjsQgm1Af8/lewJajhNOZi3FmDgkb8Lhq2rz8OYy6pwXCEM07</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>JwMzOWFBZDUA</font>";

            <font color='#009900'>// Put the data into the istream sin
</font>            sin.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>"<font color='#CC0000'></font>"<font face='Lucida Console'>)</font>;

            <font color='#009900'>// Decode the base64 text into its compressed binary form
</font>            base64_coder.<font color='#BB00BB'>decode</font><font face='Lucida Console'>(</font>sin,sout<font face='Lucida Console'>)</font>;
            sin.<font color='#BB00BB'>clear</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>;
            sin.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>"<font color='#CC0000'></font>"<font face='Lucida Console'>)</font>;

            <font color='#009900'>// Decompress the data into its original form
</font>            compressor.<font color='#BB00BB'>decompress</font><font face='Lucida Console'>(</font>sin,sout<font face='Lucida Console'>)</font>;

            <font color='#009900'>// Return the decoded and decompressed data
</font>            <font color='#0000FF'>return</font> sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>;
        <b>}</b>

    <font color='#009900'>// ------------------------------------------------------------------------------------
</font>
        <font color='#009900'>// This function returns the contents of the file 'feats2.dat'
</font>        <font color='#0000FF'>const</font> std::string <b><a name='get_decoded_string_fhog_grayscale'></a>get_decoded_string_fhog_grayscale</b><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>
        <b>{</b>
            dlib::base64 base64_coder;
            dlib::compress_stream::kernel_1ea compressor;
            std::ostringstream sout;
            std::istringstream sin;

            <font color='#009900'>// The base64 encoded data from the file 'fhog.feats' we want to decode and return.
</font>            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>AXE4jk6QRzUCNtyVtAwaCkqQk/DMJKm1t48e6FXsZJ/Zfw0Utm0AVwNlJU7O2+XVsftV/yE3zO4S</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>YG9DY33gIQWV6sw7AGva02FE7zlkRbW3IOyZeG5LYs2r4vGYmZvZuYQJ8CVmkJpGrYioIuqWLyoD</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>IfAFmt0z7HREwTsGxP9BG6UIXb95jQCGocuoO+MxQNpq3qtMAr+C2xnN3Na+ITiKYUX+zEP+FrWJ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>uqsYqhyN4H+1rlYaLhrj0nhUs4+Zp+fn3LZecDsZGeq6KDEIM68rOZAY8WWA/o4x30cQ0P299z2m</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>7Pl1vRxpN3MdgzkS2zlOpGnrexfA3TK07nFcTK4Lc97t/75JULM85uEo6yYUBjyeY7MPYTHaM0tH</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>+TGdAqQBf6TbnYya1MK0BM0nVLp4TkMeRZj49erCtZIVaFWOYmufs3LywApX8AQZAsBhU0QA5cQu</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>G6HKcdTiqxUxbjOIueAxWBbDbGIwUj8URJVh/WVW4TAXnzZu48JvRzif++Xeswz6O8+PXdPVp4BG</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>TaJv9bBwqV1y7lM/T9FxktP3YIcnbW+ezBUh/logAVeLzCAbYaqChRMUkBizO54DEiA+NBDV5ndu</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Iax8NL9DFp1zmO8gdJBZZLgzf6K8ZbRwwKNlLEkVEZGKei3aVIwo7ed0tjG4aEIodgAuoXD8oa4p</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>t7v3sYbn/Wz94AyvAwFV0M1mAMaXqXhpfJSb5CJsSOyKqUtBBhpS58V6Gsq9M9weuwVHee5JI8PI</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>bY8WlfQNSVo4JcToIdKPhehz4Ywad3gdX8DhSd+WBT2aMomB71jr3m9CcC9da3oxXjh/jVaN/boQ</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>oY5UqFGZ7T1b42x79PiIoOY339sKYR9vr7WPDHTouVtas/3hJBkBKwXqKmBbRPU2N4DTgpt+1zFq</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>nig8prSmjiAh9ofp20Pbl5FbYoIdoOfLgYIluAOuT0XhKxLAwWoNGLBA37bGagSxzXnzlDPpFDZ2</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>WVdrBwehuD4WhBRxMiTZkzJwhzRkyvsBnO/JqFxXAD5b2CvH9p+3P/czeRv2hRjNZaKHEfdMtIWn</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>lPR1zWmZ3LTMBR8R2kmAUt50Sikzj2TpzLlBhemvUVAcv0HEdiILnp3eilOx/ee7GzEroOMHuOGe</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>moxWRB1EHj6h2Ya6TVmMb47SzMwKo7mf1PtZ5JLDk61k6Bv9M0WCDiwxlBwC/PjTxHDsTOWRrSJG</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>roZ/csy/RQF//nA0f8uKC9HWmGTOsrA6VAVteglGi9k6E9etxvmGCQD2ud2tyz2HSnklJAMutXd+</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>flvArk1avpvwXGoNgT3EsEicUGOg93vXl1A873vbHtwnycMzAa8NYjZGW/GPROg8yKkbpoxK+Zel</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>+VP14SvqQDKEYDevoGuQWhsQHhW7bYeSa0bSamm9DFzqK2Ld4/aU7JUHYdaAvAJPIHe3F/N8NcJ1</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>RE7VoQlrVZXBy33Ly6wwiv1rm8yK4sMdBnNXcxzCyG1NkPsmC/16A08Dy8RV7nJhd1iOJ3gy9BUG</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Y4ofrw/XzITd6vL8mIJW2jyrVzW2OPqMWy6IO/7CHz7d3k5+7KTKWkksTRsuAYWDgZtU5Umph0kN</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>/RRnuBRIe/6KYj5/thAY7yLmGFoy8jhDmIikSP/l/pJhUjjgKk1R+oYHGDJ4FSD2KNfRDQ/xHZb2</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>++ObYSCHAuhB1HoJBwPcmxkFtxjS047iGXnXo+2nchItcrtifnQTeI0qyV6conJnskM4jfhnKsj7</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>A7y4owQjOvkDwu0GueuDOTo/9mW2NjAaiHCp8yarSV1dPI1b/XR231+p5IEp1zWzqFr+O3pDAL8F</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>+eU/vj8taOxtT0CcT0gW2rRr8oTigRWCUGP1hxDBdhJtAa7Q+CuFvmtpjm/4fmbroJ5ZVNA/71FN</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>yL9DKBmiVTwljf+yRpTGhpMG+xky30zS2R150N93YDDXVT9StjKaOrtLap+9w7BtCvXGdPiyR2QN</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>g7gqzrz31poE36fAwM4san1jbbTC+eYcTErQ2wXCQkVne3kbVOwErB0ayl7rNqkw5b3gAME4+DnN</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>IM13kdtxY2WeBND96g2enTmFizxHWFzW2asW4/XqGt8EVmzTB4XM/Ytd+XXaNadRUHh44wiNIhPp</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>txmIbtkSesyQ4YYSmUYEEcYkZwfcRxHUAGCcnQbSKGLq+N5IcyiLVwhXDfK4fqxH7Oi5DmOwAVmV</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>kdDQ6GP7wDcrkAQS9s6fL04bNf7rodacAPdX4HwIKa2YykdXWOiQhp6BRxjUG44AVV5fiTGP1WVn</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>MJKXYzSyY5oN3ADAT5em+cIYYVPnsnZBuUzAjHAw3WYj4VlRIrmP+oPdKPFncEyfTn1G7DbmyaPd</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>TL3DdB8EDImfZ+A2UMr2i7jynH/fFXzsi2PM9cFKxCsEqG2LGr7KZDP2FFEVvWwIDnvUClj9nrHd</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>zyioiild+DW6PoYvqFQX4LUf9Jr09RiJuIvz35I/15pBQbSnTxD1RFJwR92k0yA3514jYBAtfLmf</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>/1refalgDjOyD1ntgp3INSYSbpR3TqNIynWwSJGxq9I5aFJypV3Nq8w2Rn3/kld9nqDaTG79ns13</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>dwfPOiIZyfdrcxkYOtS4+iijs+YE3JhRKVWMf6ub0cVXttJGORgpzgkSoDWNVZ6O3hVydCziYzoS</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>RgHUH2Oas+aZK5IF3Z3aaRYc0A+wy/PEx84LRHsAYdPUQJr+bGseC4wScP1Dyc3xpeJSR1V9t2tc</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>AMbhtwcKGX4j5nGnhxSevKzbCDteEnB23TnSQwbuWYmzhB77V3jpu1Cm2h7FcKGM8vPbAQeRBr1b</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>+RY95s8hsZGi/USiu4TQ/wHZfEGYcHuVBI920d84pPRVe5EJ8+FzZj+Qy7JwriqLN+7WyUCFdwxn</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>4B+WXHTe2epBJMQzlE25kKDHKb2lDDv5HzVUlrZK4rEShkPNv8SB3U9u20GTLlHJbM8RDvPkNjmu</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>U4ZLDSJylDaRHWqgchgMnmX08aprI/o1HbgZ5aiByXAUoHSSGHanyYmW/S0LOW7YZH+jOgxzW68U</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>lheNnX6Z26RdMe5Xtkd5jx2jXgIT7HADCN8wWdZEVT7FvXRoxtO3nz30cbOim/+IvB2lt//OcTJU</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>BwkyweuhJtiXZV1yY+X2z3dWBjBXVFWidPMMWjTUIwalo9A91RL6ZS25kuBXKm/BV6X/zAHkY+jB</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>A7qJGLPe5h6SO3GKPSLv0wE+9G6VIhH2TPLfAd+PpqM+xuUNlWlo5JR6ItOgGHuFdjZeDlISYOID</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>CJn4zfaU6M4Dmw+m1wsIiyQy4Cw0DcZYUjwStEfLJu7BRyFI55wEbXJr36PRWpvB2wzkI4z1u2yM</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>7bFvguH0teVxtMwQy9S4lT9JlfX8QEqNRsuxzQprPJqj0ie2cFBrvJ2E0FtcuarikbcYAmC1iYdz</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Tc2CRVe60taBHR92AsvuTv5OhCIssVc5W+Lbv5e3S0vLwUprWPhfbth/zNevKNiIeogTJOOTQexo</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>4EhJ2pf8QSz+ixlWi5ffYKLKSx03wYBZ3fNIhJDP+Y0mz2pd0IyGhxDrMAxYHhPjoEGCfYX6fYz2</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>XQGQ1eTGvNEATqz2v9HxYBicYAcW4mjEcTqsMHMYcboVgqiLxOD+jOHJqNrw+eiuC2Ucu6muQ2es</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>Zhbo1UNZO/J9XbsZIKa6t0PX0CSczL02Dti8r5rCQ7yeUgwZFzy5oJSShAuUvBDILXBeDhnuU4W3</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>eooTvk0lkb8sNAgkUlvHXgdN9jkfQuHqX453IOffB9TnxopLuxS3R6uuRa5ED2pWkL0L5ceftRv3</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>0T/sMlHmTNoQhcJSoINMf7f+WmHa95iD1HolQNFJaDEUzLV1DfD2mntncFZoJ4zlr+b/94qp8s/n</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>NM0CyoI4ansElbkkjUs7QQp+43pGXu8sRgg7tva7/3vUwLp3Md+8WkX+uppIhj25nlwfkD6IHxdk</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>uFNPNgdIikcM463W56CKek7LufT8wQG13mJOMJCObvhW/EU/yb/88hegDxeVJKrWHRyebllsFbZ9</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>UeEWkJPKdA+YHilgfSX0aFgofCDmmh1k/cO2RPqIGIqZSfT//6lFEDdzPcCLp/kd4oq7qh5Ko7lo</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>bg4N9n6F90oJI+JFJRLy6bEhZC/7obQlP6FFUUqSpizj18+zTLPUaDpt3/eg9QeXUeKcNlkHYt23</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>AqzS6PqB9t4bUr+E81QUxpegh5V0M4OPQJbFQ4/rna/AwZVDmGRjJLKzkWUwpnIv7f2+Gl+91ly2</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>ve9Ube6Jf9h9M/j7kppHRARY4QbXauYAcSp3wRaIueJWx36dMsqgzuYfwHIyuhGS3CbC1EHUZwM5</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>hgCHFvPGHLM7T7p4w6k0e7n8RZJsDybyDAydW8SfSI6LIeX2st4LOHrdLrpUNPyE9JyuIMCSnPaT</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>1XnjdWev4jjMeXxa1XWbzy0AQpeQ0UYA4OpqRSu1DyoPWf4IA+bf012m5Im/1BiGF972Ie/6CNvS</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>niYOfmxxLWTihdMtslxiy53y2MW2iDzLxX5nvUSyKXfO1XUlDJGTd/zfUywZcY8cgI/f1IPzr2Lk</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>3/YKqkJ2De4IpbixDEkbgAroIaoOZXEGD+yNzXVcyISIhMiKHJERdwVxp4j3duc3M04wrwJMZvtK</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>lk5jnn+ILhTxcpboq8gge4CbWziUUj9du6mklxZaeYBBpB6CzlVLitesXieA/zl2JnWzRMD7Ho3r</font>";
            sout <font color='#5555FF'>&lt;</font><font color='#5555FF'>&lt;</font> "<font color='#CC0000'>LLSqxh9UeFgjFtb3ilKSHNZH6x1DS0hFhEIA</font>";

            <font color='#009900'>// Put the data into the istream sin
</font>            sin.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>"<font color='#CC0000'></font>"<font face='Lucida Console'>)</font>;

            <font color='#009900'>// Decode the base64 text into its compressed binary form
</font>            base64_coder.<font color='#BB00BB'>decode</font><font face='Lucida Console'>(</font>sin,sout<font face='Lucida Console'>)</font>;
            sin.<font color='#BB00BB'>clear</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>;
            sin.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font><font face='Lucida Console'>)</font>;
            sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font>"<font color='#CC0000'></font>"<font face='Lucida Console'>)</font>;

            <font color='#009900'>// Decompress the data into its original form
</font>            compressor.<font color='#BB00BB'>decompress</font><font face='Lucida Console'>(</font>sin,sout<font face='Lucida Console'>)</font>;

            <font color='#009900'>// Return the decoded and decompressed data
</font>            <font color='#0000FF'>return</font> sout.<font color='#BB00BB'>str</font><font face='Lucida Console'>(</font><font face='Lucida Console'>)</font>;
        <b>}</b>

    <font color='#009900'>// ----------------------------------------------------------------------------------------
</font>
    <b>}</b>;

    fhog_tester a;

<font color='#009900'>// ----------------------------------------------------------------------------------------
</font>
<b>}</b>



</pre></body></html>